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Voxel

DeepVoxels: Learning Persistent 3D Feature Embeddings
Vincent Sitzmann, Justus Thies, Felix Heide, Matthias Niessner, Gordon Wetzstein, Michael Zollhofer
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019, 2437-2446
Paper

Adaptive O-CNN: A Patch-based Deep Representation of 3D Shapes
Peng-Shuai Wang, Chun-Yu Sun, Yang Liu, Xin Tong
ACM Transactions on Graphics (TOG)
Paper

Point Cloud

PU-GAN: a Point Cloud Upsampling Adversarial Network
Li, Ruihui and Li, Xianzhi and Fu, Chi-Wing and Cohen-Or, Daniel and Heng, Pheng-Ann
In Proceedings of IEEE International Conference on Computer Vision(ICCV)
Paper | 中文读书笔记

DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing
Yongcheng Liu, Bin Fan, Gaofeng Meng, Jiwen Lu, Shiming Xiang, Chunhong Pan
In Proceedings of IEEE International Conference on Computer Vision (ICCV), 2019
Paper | 中文读书笔记

ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics
Zhiyuan Zhang, Binh-Son Hua, Sai-Kit Yeung
In Proceedings of IEEE International Conference on Computer Vision (ICCV), 2019
Paper | 中文读书笔记

ICCV2019 Point Cloud Papers Collection

In Proceedings of IEEE International Conference on Computer Vision (ICCV), 2019
Paper | 中文读书笔记

FoldingNet: Point Cloud Auto-encoder via Deep Grid Deformation
Yaoqing Yang, Chen Feng, Yiru Shen, Dong Tian
IEEE Conferene on Computer Vision and Pattern Recongnition
Paper | 中文读书笔记

Mesh

Deep Geometric Prior for Surface Reconstruction
Francis Williams, Teseo Schneider, Claudio Silva, Denis Zorin, Joan Bruna, Daniele Panozzo
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019, 10130-10139
Paper

DiscoNet: Shapes Learning on Disconnected Manifolds for 3D Editing
Eloi Mehr, Ariane Jourdan, Nicolas Thome, Matthieu Cord, Vincent Guitteny
In Proceedings of IEEE International Conference on Computer Vision (ICCV), 2019
Paper

AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation
Thibault Groueix, Matthew Fisher, Vladimir G. Kim, Bryan C. Russell, Mathieu Aubry
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2018, 216-224
Paper

Primitive

Unsupervised Primitive Discovery for Improved 3D Generative Modeling
Salman H. Khan, Yulan Guo, Munawar Hayat, Nick Barnes
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019, 9739-9748
Paper

Implicit Field

Occupancy Networks: Learning 3D Reconstruction in Function Space
Lars Mescheder, Michael Oechsle, Michael Niemeyer, Sebastian Nowozin, Andreas Geiger
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Paper

Learning Implicit Fields for Generative Shape Modeling
Zhiqin Chen, Hao Zhang
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Paper

DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation
Jeong Joon Park, Peter Florence, Julian Straub, Richard Newcombe, Steven Lovegrove
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Paper

DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction
Qiangeng Xu, Weiyue Wang, Duygu Ceylan, Radomir Mech, Ulrich Neumann
33rd Annual Conference on Neural Information Processing Systems (NeurIPS 2019)
Paper | 中文读书笔记

Learning to Infer Implicit Surfaces without 3D Supervision
Shichen Liu, Shunsuke Saito, Weikai Chen, and Hao Li
Neural Information Processing Systems (NIPS)
Paper | 中文读书笔记

BSP-Net: Generating Compact Meshes via Binary Space Partitioning
Zhiqin Chen, Andrea Tagliasacchi, Hao Zhang
arXiv preprint arXiv
Paper | 中文读书笔记

NASA: Neural Articulated Shape Approximation
Timothy Jeruzalski, Boyang Deng, Mohammad Norouzi, JP Lewis, Geoffrey Hinton, Andrea Tagliasacchi
arXiv preprint arXiv
Paper

Learning Shape Templates with Structured Implicit Functions
Kyle Genova, Forrester Cole, Daniel Vlasic, Aaron Sarna, William T. Freeman, Thomas Funkhouser
In Proceedings of IEEE International Conference on Computer Vision (ICCV)
Paper

Deep Structured Implicit Functions
Kyle Genova, Forrester Cole, Avneesh Sud, Aaron Sarna, Thomas Funkhouser
arXiv preprint arXiv
Paper

Other

Transformation-Grounded Image Generation Network for Novel 3D View Synthesis
Eunbyung Park, Jimei Yang, Ersin Yumer, Duygu Ceylan, Alexander C. Berg
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2017, 3500-3509
Paper

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